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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Distributed Action Recognition | 2 | 1 | Feb 18, 2026 | |
| Nodule Segmentation | 2 | 2 | Feb 18, 2026 | |
| Referring Expression Retrieval | 2 | 1 | Feb 21, 2026 | |
| Deepfake Detection Attack | 2 | 1 | Feb 21, 2026 | |
| NIR-VIS Face Recognition | 2 | 4 | Feb 18, 2026 | |
| MRI Harmonization | 2 | 1 | Feb 20, 2026 | |
| Face Rendering | 2 | 1 | Feb 20, 2026 | |
| Label Guidance | 2 | 2 | May 19, 2026 | |
| Accuracy Improvement | 2 | 1 | Feb 20, 2026 |
| Quality Control | 2 | 1 | Feb 21, 2026 |
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| Few-shot cross-domain image classification | 2 | 1 | Feb 27, 2026 |
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| Reference-based Video Effect Transfer | 2 | 1 | Feb 20, 2026 |
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| Multi-Image Visual Reasoning | 2 | 8 | Jun 30, 2026 |
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| Human Understandability Evaluation | 2 | 1 | Feb 18, 2026 |
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| multi-class renal anomaly classification | 2 | 1 | Feb 21, 2026 |
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| XAI Faithfulness (Insertion) | 2 | 1 | Feb 18, 2026 |
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| Body Mass Estimation | 2 | 1 | Feb 21, 2026 |
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| XAI Faithfulness (Deletion) | 2 | 1 | Feb 18, 2026 |
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| Placenta Accreta Spectrum (PAS) Detection | 2 | 1 | Feb 21, 2026 |
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| Severity Degree Diagnosis | 2 | 1 | Feb 22, 2026 |
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| Thalamic Nuclei Segmentation | 2 | 1 | Feb 21, 2026 |
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| Distortion Correction | 2 | 1 | Feb 21, 2026 |
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| Bird-Eye-View (BEV) Object Detection | 2 | 2 | Feb 18, 2026 |
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| Robust Watermarking | 2 | 2 | May 26, 2026 |
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| Scene graph-based Image Editing | 2 | 1 | Feb 20, 2026 |
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